A Simple Framework for Contrastive Learning of Visual Representations

• Boosting multi-demographic federated learning for chest radiograph analysis using general-purpose self-supervised representations

  2025 European Journal of Radiology Artificial Intelligence article Computer Science Privacy-Preserving Technologies in Data Open access

  9

  citations
• Semi-visible jets, energy-based models, and self-supervision

  2025 SciPost Physics article Physics and Astronomy Particle physics theoretical and experimental studies Open access

  8

  citations
• Low-Resource Vision Challenges for Foundation Models

  2024 IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings conference-paper Computer Science Domain Adaptation and Few-Shot Learning Open access

  11

  citations
• scDecorr - Feature decorrelation representation learning with domain adaptation enables self-supervised alignment of multiple single-cell experiments

  2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access

  0

  citations
• Machine learning-based wood anatomy identification: towards anatomical feature recognition

  2024 IAWA Journal - KU Leuven/IAWA Journal article Chemistry Wood and Agarwood Research Open access

  11

  citations
• Rheumatoid arthritis classification and prediction by consistency-based deep learning using extremity MRI scans

  2024 Biomedical Signal Processing and Control article Medicine Rheumatoid Arthritis Research and Therapies Open access

  16

  citations
• Wearable based monitoring and self-supervised contrastive learning detect clinical complications during treatment of Hematologic malignancies

  2023 npj Digital Medicine article Computer Science Machine Learning in Healthcare Open access

  20

  citations
• Supervised Contrastive Learning for RFF Identification With Limited Samples

  2023 IEEE Internet of Things Journal article Computer Science Wireless Signal Modulation Classification Open access

  70

  citations
• Generalizable biomarker prediction from cancer pathology slides with self-supervised deep learning: A retrospective multi-centric study

  2023 Cell Reports Medicine article Computer Science AI in cancer detection Open access

  100

  citations
• Rheumatoid Arthritis Classification and Prediction by Consistency-Based Deep Learning Using Extremity MRI Scans

  2023 SSRN Electronic Journal preprint Medicine Rheumatoid Arthritis Research and Therapies Open access

  0

  citations
• A Deep Learning Powered System to Lie Detection While Online Study

  2022 Traitement du signal article Psychology Deception detection and forensic psychology Open access

  5

  citations
• MRI-Based Classification of Neuropsychiatric Systemic Lupus Erythematosus Patients With Self-Supervised Contrastive Learning

  2022 Frontiers in Neuroscience article Medicine Systemic Lupus Erythematosus Research Open access

  25

  citations
• MRI-based classification of neuropsychiatric systemic lupus erythematosus patients with self-supervised contrastive learning

  2021 medRxiv preprint Medicine Systemic Lupus Erythematosus Research Open access

  0

  citations
• Next Big Challenges in Core AI Technology

  2021 Lecture notes in computer science conference-paper Computer Science Artificial Intelligence Applications

  5

  citations

14 results